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@AccelerationConsortium

Acceleration Consortium

A global community accelerating the design and discovery of wide range of new materials, from renewable energy to drugs.

Acceleration Consortium_Colour U of T Lock-Up_Print

Hi there 👋

🙋‍♀️ The Acceleration Consortium (AC) at the University of Toronto (https://acceleration.utoronto.ca/) is a global community of academia, government, and industry members. Its purpose is to accelerate the design and discovery of a wide range of new materials and molecules, from renewable energy and consumer electronics to drugs. Using self-driving laboratories (SDLs), the AC leverages the power of artificial intelligence, robotics, engineering, and chemistry to dramatically reduce the time and cost of bringing these advanced materials to market—from an average of 20 years and $100 million to as little as one year and $1 million. Recently, the AC was awarded a $200-million grant by Canada First Research Excellence Fund (CFREF) to support the development of SDLs.

https://youtu.be/rMh4oX2kzqM

Code Overview

Affiliate GitHub Organizations

  • 🤖 AC-RAD: Robotics-assisted Accelerated Discovery
  • 📜 AC-Classroom: An organization for managing GitHub Classroom assignment templates
  • 👨‍💻 AC-BO-Hackathon: An organization for the Bayesian Optimization Hackathon for Chemistry and Materials

SDLs

In addition to repos hosted within this organization, some code is hosted on lab-specific organizations.

  • 💧 AC-Formulations-SDL: The AC formulations self-driving lab (SDL5)
  • 🫀 AC-SDL6: The AC human organ mimicry self-driving lab (SDL6)

Get Involved

Maintainer: @sgbaird

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  1. awesome-self-driving-labs awesome-self-driving-labs Public

    A community-curated list of resources related to self-driving labs which combine hardware automation and artificial intelligence to accelerate scientific discovery.

    TeX 157 25

  2. ac-microcourses ac-microcourses Public

    Microcourses hosted by the Acceleration Consortium for self-driving lab topics.

    Jupyter Notebook 30 3

  3. ac-training-lab ac-training-lab Public

    Codebase for controlling and managing the Acceleration Consortium (AC) Training Lab.

    G-code 10 4

Repositories

Showing 10 of 17 repositories
  • ac-training-lab Public

    Codebase for controlling and managing the Acceleration Consortium (AC) Training Lab.

    AccelerationConsortium/ac-training-lab’s past year of commit activity
    G-code 10 MIT 4 103 6 Updated May 11, 2025
  • awesome-self-driving-labs Public

    A community-curated list of resources related to self-driving labs which combine hardware automation and artificial intelligence to accelerate scientific discovery.

    AccelerationConsortium/awesome-self-driving-labs’s past year of commit activity
    TeX 157 CC0-1.0 25 8 (1 issue needs help) 0 Updated May 9, 2025
  • .github Public
    AccelerationConsortium/.github’s past year of commit activity
    1 GPL-3.0 0 0 0 Updated May 4, 2025
  • SDL1_OpenTron_electrodeposition Public

    Electrodeposition on an openTron OT2

    AccelerationConsortium/SDL1_OpenTron_electrodeposition’s past year of commit activity
    Python 0 0 0 0 Updated May 1, 2025
  • ac-microcourses Public

    Microcourses hosted by the Acceleration Consortium for self-driving lab topics.

    AccelerationConsortium/ac-microcourses’s past year of commit activity
    Jupyter Notebook 30 MIT 3 26 2 Updated Apr 22, 2025
  • AccelerationConsortium/ll-extraction-bo’s past year of commit activity
    Python 1 MIT 0 0 0 Updated Apr 10, 2025
  • echem-cell Public

    A custom, 3D printed electrochemical cell for autonomous electrochemistry, targeted at fuel cell electrolysis studies.

    AccelerationConsortium/echem-cell’s past year of commit activity
    0 MIT 0 0 0 Updated Apr 9, 2025
  • AccelerationConsortium/cloud-user-facility’s past year of commit activity
    0 0 0 0 Updated Apr 4, 2025
  • gremlin Public

    Active learning guided high-throughput synthesis and characterization of mixed metal oxides

    AccelerationConsortium/gremlin’s past year of commit activity
    Jupyter Notebook 5 0 0 0 Updated Apr 2, 2025
  • gavel Public Forked from anishathalye/gavel

    A project expo judging system 📊

    AccelerationConsortium/gavel’s past year of commit activity
    Python 0 AGPL-3.0 252 0 0 Updated Mar 22, 2025

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